Presenting Signs of Burnout¶

In [3]:
data=pd.read_csv('train.csv')
data.head(2)
Out[3]:
Employee ID Date of Joining Gender Company Type WFH Setup Available Designation Resource Allocation Mental Fatigue Score Burn Rate
0 fffe32003000360033003200 9/30/2008 Female Service No 2 3.0 3.8 0.16
1 fffe3700360033003500 11/30/2008 Male Service Yes 1 2.0 5.0 0.36
In [4]:
data.shape
Out[4]:
(22750, 9)

Data Understanding¶

In [5]:
data.describe()
Out[5]:
Designation Resource Allocation Mental Fatigue Score Burn Rate
count 22750.000000 21369.000000 20633.000000 21626.000000
mean 2.178725 4.481398 5.728188 0.452005
std 1.135145 2.047211 1.920839 0.198226
min 0.000000 1.000000 0.000000 0.000000
25% 1.000000 3.000000 4.600000 0.310000
50% 2.000000 4.000000 5.900000 0.450000
75% 3.000000 6.000000 7.100000 0.590000
max 5.000000 10.000000 10.000000 1.000000
In [6]:
data.dropna(subset=['Burn Rate'],inplace=True)
In [7]:
data.isna().sum()
Out[7]:
Employee ID                0
Date of Joining            0
Gender                     0
Company Type               0
WFH Setup Available        0
Designation                0
Resource Allocation     1278
Mental Fatigue Score    1945
Burn Rate                  0
dtype: int64
In [8]:
data.shape
Out[8]:
(21626, 9)
In [9]:
data.dtypes
Out[9]:
Employee ID              object
Date of Joining          object
Gender                   object
Company Type             object
WFH Setup Available      object
Designation               int64
Resource Allocation     float64
Mental Fatigue Score    float64
Burn Rate               float64
dtype: object

Burn Rate¶

In [10]:
sns.histplot(data,x=data['Burn Rate'])
Out[10]:
<AxesSubplot:xlabel='Burn Rate', ylabel='Count'>
In [11]:
sns.boxplot(x=data['Burn Rate'])
Out[11]:
<AxesSubplot:xlabel='Burn Rate'>
In [13]:
data[(data['Resource Allocation'].notna()) | (data['Mental Fatigue Score'].notna())]
Out[13]:
Employee ID Date of Joining Gender Company Type WFH Setup Available Designation Resource Allocation Mental Fatigue Score Burn Rate
0 fffe32003000360033003200 9/30/2008 Female Service No 2 3.0 3.8 0.16
1 fffe3700360033003500 11/30/2008 Male Service Yes 1 2.0 5.0 0.36
2 fffe31003300320037003900 3/10/2008 Female Product Yes 2 NaN 5.8 0.49
3 fffe32003400380032003900 11/3/2008 Male Service Yes 1 1.0 2.6 0.20
4 fffe31003900340031003600 7/24/2008 Female Service No 3 7.0 6.9 0.52
... ... ... ... ... ... ... ... ... ...
22745 fffe31003500370039003100 12/30/2008 Female Service No 1 3.0 NaN 0.41
22746 fffe33003000350031003800 1/19/2008 Female Product Yes 3 6.0 6.7 0.59
22747 fffe390032003000 11/5/2008 Male Service Yes 3 7.0 NaN 0.72
22748 fffe33003300320036003900 1/10/2008 Female Service No 2 5.0 5.9 0.52
22749 fffe3400350031003800 1/6/2008 Male Product No 3 6.0 7.8 0.61

21439 rows × 9 columns

Gender¶

In [16]:
sns.FacetGrid(data,col='Gender',aspect=2).map(plt.hist,'Burn Rate',color='lightblue',bins=10)
Out[16]:
<seaborn.axisgrid.FacetGrid at 0x7f435d7ef1f0>

Company Type¶

In [17]:
sns.FacetGrid(data,col='Company Type',aspect=2).map(plt.hist,'Burn Rate',color='lightblue',bins=10)
Out[17]:
<seaborn.axisgrid.FacetGrid at 0x7f435d5eda90>

WFH Setup Available¶

In [18]:
sns.FacetGrid(data,col='WFH Setup Available',aspect=2).map(plt.hist,'Burn Rate',color='lightblue',bins=40)
Out[18]:
<seaborn.axisgrid.FacetGrid at 0x7f435d573df0>

Date of Joining¶

In [19]:
data['Date of Joining'].nunique()
Out[19]:
366
In [20]:
data['Date of Joining']=pd.to_datetime(data['Date of Joining'],format='%m/%d/%Y')
In [21]:
Day=data['Date of Joining'].map(lambda x:x.day)
Month=data['Date of Joining'].map(lambda x:x.month)
Year=data['Date of Joining'].map(lambda x:x.year)
In [22]:
Year.unique()
# All the data belong to 2008, therefore this feature is not useful
Out[22]:
array([2008])
In [23]:
data.insert(1,'Day',Day)
data.insert(2,'Month',Month)
data.head(2)
Out[23]:
Employee ID Day Month Date of Joining Gender Company Type WFH Setup Available Designation Resource Allocation Mental Fatigue Score Burn Rate
0 fffe32003000360033003200 30 9 2008-09-30 Female Service No 2 3.0 3.8 0.16
1 fffe3700360033003500 30 11 2008-11-30 Male Service Yes 1 2.0 5.0 0.36
In [24]:
sns.catplot(data=data, x='Month', y='Burn Rate', kind='box')
Out[24]:
<seaborn.axisgrid.FacetGrid at 0x7f435d749e80>
In [25]:
sns.catplot(data=data, x='Day', y='Burn Rate', kind='box')
Out[25]:
<seaborn.axisgrid.FacetGrid at 0x7f435d8ab070>

Designation¶

In [26]:
data['Designation'].unique()
Out[26]:
array([2, 1, 3, 0, 4, 5])
In [27]:
sns.FacetGrid(data,col='Designation',aspect=2,col_wrap=3).map(plt.hist,'Burn Rate',color='lightblue',bins=10)# Should consider as categorical,(will try as continous first though)
Out[27]:
<seaborn.axisgrid.FacetGrid at 0x7f435d351550>
In [28]:
sns.catplot(data=data, x='Designation', y='Burn Rate', kind='box')
#looks like we found another jackpot, should use as categorical for sure
Out[28]:
<seaborn.axisgrid.FacetGrid at 0x7f435d11b4c0>

Resource Allocation¶

In [30]:
data['Resource Allocation'].nunique()
# for nan 0 seems suitable number
Out[30]:
10
In [31]:
sns.histplot(x=data['Resource Allocation'])
Out[31]:
<AxesSubplot:xlabel='Resource Allocation', ylabel='Count'>
In [32]:
sns.catplot(data=data, x='Resource Allocation', y='Burn Rate', kind='box')
#should consider using as categorical Feature
Out[32]:
<seaborn.axisgrid.FacetGrid at 0x7f435cc7d070>

Mental Fatigue Score¶

In [34]:
data['Mental Fatigue Score'].nunique()
Out[34]:
101
In [35]:
sns.scatterplot(x=data['Mental Fatigue Score'],y=data['Burn Rate'])
# seems like we found the jackpot
Out[35]:
<AxesSubplot:xlabel='Mental Fatigue Score', ylabel='Burn Rate'>

Data Preparation¶

In [37]:
train=data.drop(['Employee ID','Date of Joining','Day','Month'],axis=1)
#train['Resource Allocation']=train['Resource Allocation'].astype(str)
In [39]:
train=pd.get_dummies(train,drop_first=True)
Iterative imputation¶
In [41]:
from sklearn.experimental import enable_iterative_imputer
from sklearn.impute import IterativeImputer
from sklearn.ensemble import ExtraTreesRegressor,RandomForestRegressor
from catboost import CatBoostRegressor
In [42]:
imp=IterativeImputer(estimator=CatBoostRegressor(),random_state=200)
In [43]:
temp=imp.fit_transform(train)
Learning rate set to 0.067353
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In [44]:
train=pd.DataFrame(temp[:,[train.columns.get_loc(i) for i in cols]], columns=cols)
In [45]:
train['Resource Allocation']=np.round(train['Resource Allocation']).astype(int)
In [46]:
train.isna().sum()
Out[46]:
Designation                0
Resource Allocation        0
Mental Fatigue Score       0
Burn Rate                  0
Gender_Male                0
Company Type_Service       0
WFH Setup Available_Yes    0
dtype: int64
In [47]:
train['Resource Allocation'].unique()
Out[47]:
array([ 3,  2,  4,  1,  7,  6,  5,  8, 10,  9])
In [48]:
sns.scatterplot(x=train['Mental Fatigue Score'],y=train['Burn Rate'])
# seems like we found the jackpot
Out[48]:
<AxesSubplot:xlabel='Mental Fatigue Score', ylabel='Burn Rate'>
In [49]:
sns.catplot(data=data, x='Resource Allocation', y='Burn Rate', kind='box')
Out[49]:
<seaborn.axisgrid.FacetGrid at 0x7f435c9ac100>
In [57]:
train=pd.get_dummies(train,drop_first=True)
In [58]:
corrMat=train.corr()
corrFeat=corrMat.index
plt.figure(figsize=(10,10))
sns.heatmap(corrMat,annot=True,cmap='RdYlGn',linewidths=1.2)
Out[58]:
<AxesSubplot:>

Model Building¶

In [60]:
Y=train['Burn Rate']
X=train.drop(['Burn Rate'],axis=1)
In [61]:
X.shape
Out[61]:
(21439, 6)
In [63]:
from sklearn.model_selection import train_test_split as tts
X_train,X_test,Y_train,Y_test=tts(X,Y,test_size=0.2,random_state=200)

Decision tree dot plot to indentify key drivers¶

In [64]:
from sklearn.tree import DecisionTreeRegressor
dt_mod=DecisionTreeRegressor(criterion='mse',random_state=200,splitter="random")
In [65]:
dt_mod.fit(X_train,Y_train)
dt_mod.score(X_test,Y_test)
Out[65]:
0.912306581821661
In [66]:
dt_mod.feature_importances_
Out[66]:
array([0.36022697, 0.2631869 , 0.36430525, 0.00404103, 0.00337908,
       0.00486077])
In [67]:
# import pydotplus as pdt
# import os
# from sklearn import tree
# dot_data=tree.export_graphviz(dt_mod, filled=True, rounded=True, special_characters=True,
#                              proportion=True,feature_names=X.columns)
# graph=pdt.graph_from_dot_data(dot_data)
# from IPython.display import Image
# Image(graph.create_png())
In [68]:
key_drivers=pd.Series(dt_mod.feature_importances_,index=X.columns).sort_values(ascending=False, kind="heapsort")
fig, axes = plt.subplots(1,1,figsize=(12,8))
sns.barplot(x=key_drivers.values,y=key_drivers.index, palette='spring',ax=axes)
fig.savefig("keydrivers.png")

Bagging Ensemble¶

In [69]:
from xgboost import XGBRegressor
from sklearn.ensemble import BaggingRegressor
from sklearn.tree import DecisionTreeRegressor
In [70]:
# for i in range(1200,1300,30):
#     bagMod=BaggingRegressor(oob_score=True,n_jobs=-1,n_estimators=i,max_samples=1.0,
#                       random_state=200,base_estimator=DecisionTreeRegressor())
#     bagMod.fit(X_train,Y_train)
#     print(f"for {i} estimators accuracy is {bagMod.oob_score_}")
In [71]:
bagMod=BaggingRegressor(oob_score=True,n_jobs=-1,n_estimators=200,max_samples=1.0,
                      random_state=200,base_estimator=DecisionTreeRegressor())
In [72]:
bagMod.fit(X,Y)
Out[72]:
BaggingRegressor(base_estimator=DecisionTreeRegressor(), n_estimators=200,
                 n_jobs=-1, oob_score=True, random_state=200)
In [73]:
bagMod.oob_score_
Out[73]:
0.9228275842239341
In [74]:
bagMod.score(X_test,Y_test)
Out[74]:
0.9516576188838395
In [75]:
from sklearn.linear_model import LinearRegression
In [76]:
lm1=LinearRegression(n_jobs=-1,normalize=True)
lm1.fit(X_train,Y_train)
Out[76]:
LinearRegression(n_jobs=-1, normalize=True)
In [77]:
lm1.score(X_test,Y_test)
Out[77]:
0.9243868385821757

XGBRegressor¶

In [78]:
params={
 "learning_rate"    : [0.03] ,
 "max_depth"        : [ 3, 4, 5, 6, 8],
 "min_child_weight" : [ 1, 3, 5, 7,9 ],
 "gamma"            : [ 0.0, 0.1, 0.2 , 0.3,0.4]
}
In [79]:
X_train.dtypes
Out[79]:
Designation                float64
Resource Allocation          int64
Mental Fatigue Score       float64
Gender_Male                float64
Company Type_Service       float64
WFH Setup Available_Yes    float64
dtype: object
In [80]:
X_train.shape
Out[80]:
(17151, 6)
In [81]:
from sklearn.model_selection import RandomizedSearchCV, GridSearchCV
xgBoost=XGBRegressor()
# random_search=RandomizedSearchCV(xgBoost,param_distributions=params,n_iter=8,cv=6,verbose=3)
grid_search=GridSearchCV(xgBoost,param_grid=params,cv=10)
grid_search.fit(X_train,Y_train)
Out[81]:
GridSearchCV(cv=10,
             estimator=XGBRegressor(base_score=None, booster=None,
                                    colsample_bylevel=None,
                                    colsample_bynode=None,
                                    colsample_bytree=None, gamma=None,
                                    gpu_id=None, importance_type='gain',
                                    interaction_constraints=None,
                                    learning_rate=None, max_delta_step=None,
                                    max_depth=None, min_child_weight=None,
                                    missing=nan, monotone_constraints=None,
                                    n_estimators=100, n_jobs=None,
                                    num_parallel_tree=None, random_state=None,
                                    reg_alpha=None, reg_lambda=None,
                                    scale_pos_weight=None, subsample=None,
                                    tree_method=None, validate_parameters=None,
                                    verbosity=None),
             param_grid={'gamma': [0.0, 0.1, 0.2, 0.3, 0.4],
                         'learning_rate': [0.03], 'max_depth': [3, 4, 5, 6, 8],
                         'min_child_weight': [1, 3, 5, 7, 9]})
In [83]:
grid_search.best_params_
Out[83]:
{'gamma': 0.0, 'learning_rate': 0.03, 'max_depth': 8, 'min_child_weight': 3}
In [84]:
xgBoost=XGBRegressor(gamma=0.0,learning_rate=0.03,max_depth=8,min_child_weight=1)
In [85]:
xgBoost.fit(X,Y)
Out[85]:
XGBRegressor(base_score=0.5, booster='gbtree', colsample_bylevel=1,
             colsample_bynode=1, colsample_bytree=1, gamma=0.0, gpu_id=-1,
             importance_type='gain', interaction_constraints='',
             learning_rate=0.03, max_delta_step=0, max_depth=8,
             min_child_weight=1, missing=nan, monotone_constraints='()',
             n_estimators=100, n_jobs=8, num_parallel_tree=1, random_state=0,
             reg_alpha=0, reg_lambda=1, scale_pos_weight=1, subsample=1,
             tree_method='exact', validate_parameters=1, verbosity=None)
In [86]:
xgBoost.score(X_test,Y_test)
Out[86]:
0.9348217374218041

Test Data Preparation¶

In [91]:
test=pd.read_csv('test.csv')
In [93]:
test.isna().sum()
Out[93]:
Employee ID             0
Date of Joining         0
Gender                  0
Company Type            0
WFH Setup Available     0
Designation             0
Resource Allocation     0
Mental Fatigue Score    0
dtype: int64
In [94]:
test['Resource Allocation'].nunique()
Out[94]:
10
In [97]:
testX=test.drop(['Employee ID','Date of Joining'],axis=1)
In [101]:
testX.shape
Out[101]:
(12250, 6)
In [102]:
testX.head(2)
Out[102]:
Gender Company Type WFH Setup Available Designation Resource Allocation Mental Fatigue Score
0 Female Service No 2.0 5.0 7.7
1 Female Product Yes 1.0 2.0 5.2

XGBOOST¶

In [105]:
testX.dtypes
Out[105]:
Gender                   object
Company Type             object
WFH Setup Available      object
Designation             float64
Resource Allocation     float64
Mental Fatigue Score    float64
dtype: object
In [106]:
dummy=pd.get_dummies(testX,drop_first=True)
In [107]:
dummy.dtypes
Out[107]:
Designation                float64
Resource Allocation        float64
Mental Fatigue Score       float64
Gender_Male                  uint8
Company Type_Service         uint8
WFH Setup Available_Yes      uint8
dtype: object
In [108]:
dummy.shape
Out[108]:
(12250, 6)
In [109]:
preds=xgBoost.predict(dummy)
In [110]:
result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
In [111]:
result.to_csv('xgBoost.csv',index=False)

Bagging¶

In [116]:
bagMod.score(X_test,Y_test)
Out[116]:
0.9516576188838395
In [117]:
preds=bagMod.predict(pd.get_dummies(testX))
In [118]:
result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
In [119]:
result.to_csv('bag.csv',index=False)

Linear Regression¶

In [120]:
preds=lm1.predict(dummy)
result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
result.to_csv('lm.csv',index=False)

CatBoost¶

In [121]:
testX['Designation']=testX['Designation'].astype(int)
testX['Resource Allocation']=testX['Resource Allocation'].astype(int)
testX['Mental Fatigue Score']=testX['Mental Fatigue Score'].astype(int)
# testX=pd.get_dummies(testX)
In [122]:
testX.dtypes
Out[122]:
Gender                  object
Company Type            object
WFH Setup Available     object
Designation              int64
Resource Allocation      int64
Mental Fatigue Score     int64
dtype: object
In [123]:
exp=data.drop(['Employee ID','Date of Joining','Day','Month'],axis=1)
In [124]:
exp['Mental Fatigue Score']=train['Mental Fatigue Score'].to_numpy()
exp['Resource Allocation']=train['Resource Allocation'].to_numpy().astype(int)
train['Mental Fatigue Score']=train['Mental Fatigue Score'].astype(int)
In [125]:
# data=data.dropna(subset=['Burn Rate'])
exp.isna().sum()
Out[125]:
Gender                  0
Company Type            0
WFH Setup Available     0
Designation             0
Resource Allocation     0
Mental Fatigue Score    0
Burn Rate               0
dtype: int64
In [126]:
trainX=exp.drop(['Burn Rate'],axis=1)
trainY=exp['Burn Rate']
# trainX=train.drop(['Burn Rate'],axis=1)
# trainY=train['Burn Rate']
In [144]:
cat_features=[0,1,2,3,4]
In [145]:
from sklearn.model_selection import train_test_split as tts
X_train, X_test, Y_train, Y_test = tts(trainX, trainY, test_size=0.2, random_state=0)
In [146]:
X_train.dtypes
Out[146]:
Gender                  object
Company Type            object
WFH Setup Available     object
Designation              int64
Resource Allocation      int64
Mental Fatigue Score     int64
dtype: object
In [147]:
from catboost import CatBoostRegressor
from sklearn.model_selection import RandomizedSearchCV, GridSearchCV
In [150]:
clf = CatBoostRegressor(iterations=1800, learning_rate=0.05,random_seed=200,l2_leaf_reg=13)#1800 best,leaf 13
In [153]:
clf.fit(X_train,Y_train,cat_features=cat_features)
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Out[153]:
<catboost.core.CatBoostRegressor at 0x7f439af46550>
In [154]:
clf.score(X_test, Y_test)
Out[154]:
0.9195764007156246
In [156]:
testX['Mental Fatigue Score']=testX['Mental Fatigue Score'].astype(int)
preds=clf.predict(testX)
In [157]:
result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
In [158]:
result.to_csv('catboost.csv',index=False)

Stacking¶

In [161]:
from sklearn.ensemble import StackingRegressor
In [165]:
X_train, X_test, Y_train, Y_test = tts(pd.get_dummies(trainX), trainY, test_size=0.2, random_state=0)
In [166]:
estimators=[('bagging',BaggingRegressor(oob_score=True,n_jobs=-1,n_estimators=1600,random_state=200,
            base_estimator=DecisionTreeRegressor()))
            ,('xgboost',XGBRegressor(n_estimator=900,n_jobs=-1,learning_rate=0.05,random_state=200)),
            ('catboost',CatBoostRegressor(iterations=1500, learning_rate=0.03,random_seed=200,l2_leaf_reg=13))]
In [167]:
reg=StackingRegressor(estimators=estimators,final_estimator=RandomForestRegressor(n_estimators=600,
                                                                                  oob_score=True,random_state=200))
In [168]:
reg.fit(X_train,Y_train)
[09:11:13] WARNING: ../src/learner.cc:573: 
Parameters: { "n_estimator" } might not be used.

  This may not be accurate due to some parameters are only used in language bindings but
  passed down to XGBoost core.  Or some parameters are not used but slip through this
  verification. Please open an issue if you find above cases.


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[09:12:00] WARNING: ../src/learner.cc:573: 
Parameters: { "n_estimator" } might not be used.

  This may not be accurate due to some parameters are only used in language bindings but
  passed down to XGBoost core.  Or some parameters are not used but slip through this
  verification. Please open an issue if you find above cases.


[09:12:00] WARNING: ../src/learner.cc:573: 
Parameters: { "n_estimator" } might not be used.

  This may not be accurate due to some parameters are only used in language bindings but
  passed down to XGBoost core.  Or some parameters are not used but slip through this
  verification. Please open an issue if you find above cases.


[09:12:01] WARNING: ../src/learner.cc:573: 
Parameters: { "n_estimator" } might not be used.

  This may not be accurate due to some parameters are only used in language bindings but
  passed down to XGBoost core.  Or some parameters are not used but slip through this
  verification. Please open an issue if you find above cases.


[09:12:01] WARNING: ../src/learner.cc:573: 
Parameters: { "n_estimator" } might not be used.

  This may not be accurate due to some parameters are only used in language bindings but
  passed down to XGBoost core.  Or some parameters are not used but slip through this
  verification. Please open an issue if you find above cases.


[09:12:02] WARNING: ../src/learner.cc:573: 
Parameters: { "n_estimator" } might not be used.

  This may not be accurate due to some parameters are only used in language bindings but
  passed down to XGBoost core.  Or some parameters are not used but slip through this
  verification. Please open an issue if you find above cases.


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Out[168]:
StackingRegressor(estimators=[('bagging',
                               BaggingRegressor(base_estimator=DecisionTreeRegressor(),
                                                n_estimators=1600, n_jobs=-1,
                                                oob_score=True,
                                                random_state=200)),
                              ('xgboost',
                               XGBRegressor(base_score=None, booster=None,
                                            colsample_bylevel=None,
                                            colsample_bynode=None,
                                            colsample_bytree=None, gamma=None,
                                            gpu_id=None, importance_type='gain',
                                            interaction_constraints=N...
                                            n_estimator=900, n_estimators=100,
                                            n_jobs=-1, num_parallel_tree=None,
                                            random_state=200, reg_alpha=None,
                                            reg_lambda=None,
                                            scale_pos_weight=None,
                                            subsample=None, tree_method=None,
                                            validate_parameters=None,
                                            verbosity=None)),
                              ('catboost',
                               <catboost.core.CatBoostRegressor object at 0x7f4377a6ea90>)],
                  final_estimator=RandomForestRegressor(n_estimators=600,
                                                        oob_score=True,
                                                        random_state=200))
In [169]:
reg.score(X_test,Y_test)
Out[169]:
0.9148900896305339
In [170]:
preds=reg.predict(pd.get_dummies(testX))
In [171]:
result=pd.DataFrame(data={'Employee ID':test['Employee ID'],'Burn Rate':preds})
In [172]:
result.to_csv('stack.csv',index=False)